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Record W4404817135 · doi:10.1115/1.4067304

Review of Canadian Experience With the Fabrication of Thoria-Based Fuels for Advanced Reactors and Fuel Cycles for Long-Term Nuclear Energy Sustainability and Security

2024· article· en· W4404817135 on OpenAlexafffundabout
German Cota-Sanchez, Ike Dimayuga, Blair P. Bromley

Bibliographic record

VenueJournal of Nuclear Engineering and Radiation Science · 2024
Typearticle
Languageen
FieldMaterials Science
TopicNuclear Materials and Properties
Canadian institutionsCanadian Nuclear Laboratories
FundersAtomic Energy of Canada Limited
KeywordsNuclear engineeringEnergy securitySustainabilityTerm (time)Nuclear fuel cycleFuel cycleEnvironmental scienceWaste managementFabricationNuclear fuelMaterials scienceEngineeringRenewable energyPhysics

Abstract

fetched live from OpenAlex

Abstract Advanced fuels and fuel cycles are important for the current and next generation of advanced reactors, small modular reactors, and microreactors, in order to maximize the utilization of fissile and fertile nuclear fuel resources, and also to minimize the mass and volume of radioactive waste to be placed into long-term storage. Thorium-based fuels are a potentially attractive option for both advanced fuels and fuel cycles, since neutron irradiation will lead to the conversion of fertile 232Th to fissile 233U. Thus, thorium-based fuels can be used to augment and extend uranium resources. Through work done at Canadian Nuclear Laboratories (CNL), Canada has gained extensive experience over more than 50 years of how to fabricate thorium-based fuels. This paper provides an overview of Canada's experience in the fabrication of thorium-based fuels (mainly ThO2, (Th,U)O2, and (Th,Pu)O2) at CNL at its Chalk River Laboratories (CRL). Thoria (ThO2) fuel pellet fabrication uses processes and equipment similar to that of uranium dioxide (UO2) fuel pellet fabrication. However, since thorium lacks a fissile isotope, most ThO2 pellet fabrication processes must include a step to add a fissile component, such as enriched UO2, plutonium dioxide (PuO2), or U-233 in the form of 233UO2. Along with a review of the fuel fabrication effort that has taken place at CNL, the potential impact that CNL's extensive experience with thoria fabrication could have on the future Canadian nuclear energy landscape is also discussed.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.681
Threshold uncertainty score0.179

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.248
Teacher spread0.239 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2024
Admission routes3
Has abstractyes

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